Review of robot-based automated measurement of vibration for civil engineering structures

S Poorghasem, Y Bao - Measurement, 2023 - Elsevier
Recent advances in robotics and machine vision enable automated measurement of
vibration for civil engineering structures. Various types of robotic platforms such as drones …

A review of computer vision-based structural deformation monitoring in field environments

Y Zhuang, W Chen, T Jin, B Chen, H Zhang, W Zhang - Sensors, 2022 - mdpi.com
Computer vision-based structural deformation monitoring techniques were studied in a large
number of applications in the field of structural health monitoring (SHM). Numerous …

An algorithm for large-span flexible bridge pose estimation and multi-keypoint vibration displacement measurement

R Sun, S Wang, M Li, Y Zhu - Measurement, 2025 - Elsevier
Traditional visual vibration measurement methods face limitations in dynamic outdoor
environments, making accurate multi-point vibration measurements challenging for the …

Rotating box multi-objective visual tracking algorithm for vibration displacement measurement of large-span flexible bridges

M Li, S Wang, T Liu, X Liu, C Liu - Mechanical Systems and Signal …, 2023 - Elsevier
Visual displacement measurement methods for flexible structural bodies like large-span
bridges has gained wide popularity in recent years, but practical applications still have some …

[HTML][HTML] 大型工程结构静动态变形摄像测量方法与应用(特邀)

于起峰, 张强, 陈文均, 尹义贺, 陈铭杰… - Laser & …, 2024 - opticsjournal.net
摘要变形测量是大型工程建设与运维的基础性, 常规性任务, 是实验力学, 结构健康监测学科最
重要的内容之一, 现有测量方法难以精准高效经济地实现大型工程结构大尺度高精度测量需求 …

Micro-amplitude vibration measurement using vision-based magnification and tracking

X Wang, F Li, Q Du, Y Zhang, T Wang, G Fu, C Lu - Measurement, 2023 - Elsevier
A new deep learning-based vision measurement method is proposed to accurately measure
the micro-vibration displacements of objects in different illuminations and backgrounds. The …

Computer vision-based non-contact structural vibration measurement: Methods, challenges and opportunities

Y Cheng, Z Tian, D Ning, K Feng, Z Li, S Chauhan… - Measurement, 2024 - Elsevier
Understanding and optimizing system performance hinges on analyzing structural
vibrations. While contact-based vibration measurement faces limitations including load …

A quantitative comparison study for structural flexibility identification using Accelerometric and computer vision-based vibration data

P Li, S Yan, J Zhang, MQ Feng, D Feng, S Li - Journal of Sound and …, 2024 - Elsevier
For civil engineering structures, the dynamics-based structural health monitoring is
commonly based on inverse analysis of structural acceleration response data to identify the …

[HTML][HTML] A Novel Method for Heat Haze-Induced Error Mitigation in Vision-Based Bridge Displacement Measurement

X Kong, B Wang, D Feng, C Yuan, R Gu, W Ren, K Wei - Sensors, 2024 - mdpi.com
Vision-based techniques have become widely applied in structural displacement monitoring.
However, heat haze poses a great threat to the precision of vision systems by creating …

A novel phase-based video motion magnification method for non-contact measurement of micro-amplitude vibration

Y Yang, Q Jiang - Mechanical Systems and Signal Processing, 2024 - Elsevier
Vibration analysis is crucial for structural health monitoring and fault diagnosis.
Conventional contact sensors present limitations, prompting the adoption of non-contact …